DocumentCode
3226640
Title
The optimization of T-S fuzzy model feedback control matrix based on Genetic Arithmetic
Author
Xijin, Guo ; Xianlin, Zhao
Author_Institution
Coll. of Inf. & Electr. Eng., China Univ. of Min. & Technol., Jiangsu, China
Volume
3
fYear
2002
fDate
28-31 Oct. 2002
Firstpage
1467
Abstract
Aiming at control system T-S fuzzy model, the optimal solution cannot be obtained through LMI: it only finds a solution in solution space, but cannot ensure optimal. In this paper, Genetic Arithmetic is applied to T-S fuzzy model, searching the optimal solution in solution spare. An optimal feedback control matrix is obtained through Genetic Arithmetic in inverse pendulum control system. The simulation results show the proposed method is valid.
Keywords
feedback; fuzzy control; genetic algorithms; T-S model; feedback control matrix; fuzzy control; genetic arithmetic; inverse pendulum control; optimal control; Arithmetic; Automatic control; Feedback control; Fuzzy control; Fuzzy sets; Fuzzy systems; Genetics; Nonlinear systems; Optimal control; Space technology;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
Print_ISBN
0-7803-7490-8
Type
conf
DOI
10.1109/TENCON.2002.1182605
Filename
1182605
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